An area indicated on the official Zoning Map as a public park or recreation area, public utility area, cemetery, public school site or semi-public open space, shall not be used for any other purpose and when the use of the area is discontinued, it shall automatically be zoned Residence A one- family district, until otherwise zoned. (1965 Code § 11-2-12)